The Small and Mid-Sized Enterprise Performance Management Market Study examines perceptions, intentions, and realities associated with enterprise performance management (EPM) usage in small and mid-sized organizations (SMEs), with an analysis of how their deployments and views differ from each other and from large organizations.
An EPM system allows an organization to plan for the impact of various internal and external factors on its future performance and business outcomes. This includes strategic, operational, and financial planning and forecasting. A small enterprise is a business or organization with between one and 100 employees; a mid-sized enterprise has between 101 and 1,000 employees.

Data Science and Machine Learning includes statistics, modeling, machine learning, and data mining, to analyze facts to make predictions about future or otherwise unknown events.
Our sixth annual report builds on the previous five years' editions to examine changing user perceptions and plans as well as current and future industry capabilities.
The 2019 Wisdom of Crowds® Data Science and Machine Learning market study contains everything you need to assess this dynamic market phenomenon with 110 pages of in-depth market analysis, 79 charts and tables, and 22 vendor ratings.

The Tenth Anniversary Wisdom of Crowds Business Intelligence Market Study

The tenth anniversary edition of the Wisdom of Crowds Business Intelligence Market Study offers a wide array of market and user trending - providing a valuable assessment of the state of the market.
Our research community of users contribute their opinion on topics related to their current and planned usage and are asked to prioritize technologies and initiatives strategic to BI - providing a more well rounded, representative and real world perspective on the market.
The 2019 report includes analyses of adoption and deployment, staffing, budgets, technology, state of data, action on insights, and success with BI, plus a robust industry section.
The report contains over 175 pages of in-depth analysis, including 153 charts and tables, and assessments for 27 vendors.

Howard's Wisdom of Crowds products contain feedback from real life implementers, IT directors, and contractors that actually are working with BI products in the field.
Howard has great insight and is a trusted source in the BI Industry. And who would you rather consult with when you are making a large investment in a BI solution than the "Father of Business Intelligence".

As fast as technology and trends move in the Business Intelligence world, it is products like the Wisdom of Crowds survey that helps me stay up to date with what is happening now, and what is happening next. It's a great tool to use if you want to see where your BI initiative stacks up with the rest of the BI Programs in operation.

Mark Bradbourne
Business Intelligence Team Lead,
Large US Retailer

The Wisdom of Crowds research has width, illustrating the big picture issues, as well as much depth making it actionable - a must have resource to plan, grow or enhance a Business Intelligence capability.
Howard Dresner has been a BI leading light for years, living this day-to-day, and has channeled his knowledge with analysis of the market, customers and vendors for a unique expert perspective.

"I find the Wisdom of Crowds reports so valuable because it allows me to compare how we are doing with our peers and the industry and provide the big picture of what is going on in the business intelligence / analytics industry”

T. Powlas, Senior Business Analyst, Large US-based utility

"We rely on Dresner Advisory Services to provide us with timely and accurate information to guide our strategic direction with BI processes.
Howard's ability to analyze complex data and translate it into bottom-line boosting information is what makes his research so valuable to us."

Dresner Advisory Services’ Wisdom of Crowds research is informative, relevant, and helps to define, refine, and validate your business intelligence strategies.
They should be your starting point regardless if you are new to BI, re-evaluating your strategy, or wanting to stay current within this fast changing technology sector.